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study_hours
float64 1
6
| attendance
int64 0
6
| sleep_hours
float64 5
8.5
| social_media
float64 0.5
4.5
| exam_score
int64 48
93
|
|---|---|---|---|---|
3.5 | 2 | 7 | 2.5 | 76 |
5 | 0 | 8 | 1 | 88 |
1.5 | 5 | 6 | 4 | 52 |
4 | 1 | 7.5 | 1.5 | 80 |
2 | 4 | 5.5 | 3.5 | 61 |
6 | 0 | 8.5 | 0.5 | 93 |
2.5 | 3 | 6.5 | 2 | 68 |
4.5 | 1 | 7 | 1 | 85 |
3 | 2 | 6 | 2.5 | 74 |
1 | 6 | 5 | 4.5 | 48 |
Student Exam Performance Prediction Dataset
This dataset contains numerical data about 20 students including their study habits, sleep patterns, and social media usage, along with their attendance rate and final exam score.
Dataset Fields
StudyHours: Number of hours the student studies dailySleepHours: Number of hours the student sleeps dailySocialMediaHours: Daily social media usage in hoursAttendanceRate: Percentage of class attendanceFinalExamScore: Score of the student in the final exam (out of 100)
Use Cases
- Educational Data Mining
- Student Performance Prediction
- Academic Advisory Systems
License
Apache License 2.0
Source
Synthetic data generated for demonstration and educational purposes.
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